PCA Index Dashboard Examples

PCA Index Dashboard Examples#

This script was last run at 2024-03-18 10:12:00.918169+00:00 (UTC)
In US/Central Time, this is 2024-03-18 05:12:00.918169-05:00
## Visualize Principal Component 1
pc1, loadings = pca_index.pca(dfn, module="scikitlearn")
pc1.plot();
../_images/5744ae7bc03a6654b7c59ea80aa225e614b08b86d63c5cb3ae5fcb29005107c8.png
# Simple version
fig = px.line(pc1)
fig.show()
vix = df.loc[:,['VIX']]
vix.plot()
<Axes: xlabel='DATE'>
../_images/883a942a78cbf4fcda32ba4aee7491af636b4b6517cb5bc2225aff66d3bf12a3.png
fig = px.line(vix)
fig.show()
../_images/976ea48146210c455846742a2fb9f98a0e4748bd7797b0c76046839e30400cba.png